A tremor of excitement ran through Arthur as he knelt beside his niece, Lily. The crayon drawings scattered across the kitchen table hummed with color, a chaotic symphony of reds and blues. Lily, all wide eyes and pigtails, pointed a stubby finger at a sketch of a creature with mismatched limbs and a lopsided grin. “This is Flibbertigibbet! He helps me find lost toys.” Arthur’s breath hitched. He knew Flibbertigibbet. He *knew* him. A tingling sensation spread from his fingertips to his toes, like a current. He had to suppress a desire to leap to his feet and start… something. Anything.

He cleared his throat. "Flibbertigibbet, huh? Looks like a very helpful fellow." He wanted to ask more, so many questions bubbling at the surface, but he tamped down on the feeling to keep from scaring Lily. His heart thrummed in his chest.

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

This story is one of 1,000 stories generated for the emotion energized. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 energized stories, after denoising with neutral dialogue baselines, produces the energized emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the energized vector is projected through the unembedding matrix.

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
😞-0.479
😔-0.445
😢-0.360
-0.343